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What is Deeplearning4j?

DL4J utilizes cutting-edge distributed computing technologies like Apache Spark and Hadoop to significantly improve training speed. When combined with multiple GPUs, it achieves performance levels that rival those of Caffe. Completely open-source and licensed under Apache 2.0, the libraries benefit from active contributions from both the developer community and the Konduit team. Developed in Java, Deeplearning4j can work seamlessly with any language that operates on the JVM, which includes Scala, Clojure, and Kotlin. The underlying computations are performed in C, C++, and CUDA, while Keras serves as the Python API. Eclipse Deeplearning4j is recognized as the first commercial-grade, open-source, distributed deep-learning library specifically designed for Java and Scala applications. By connecting with Hadoop and Apache Spark, DL4J effectively brings artificial intelligence capabilities into the business realm, enabling operations across distributed CPUs and GPUs. Training a deep-learning network requires careful tuning of numerous parameters, and efforts have been made to elucidate these configurations, making Deeplearning4j a flexible DIY tool for developers working with Java, Scala, Clojure, and Kotlin. With its powerful framework, DL4J not only streamlines the deep learning experience but also encourages advancements in machine learning across a wide range of sectors, ultimately paving the way for innovative solutions. This evolution in deep learning technology stands as a testament to the potential applications that can be harnessed in various fields.

What is Apache Ant?

Apache Ant is a utility and library based on Java that facilitates the execution of processes specified in build files, featuring interlinked targets and extension points. While its primary function is to build Java applications, Ant also includes a diverse range of built-in tasks that aid in compiling, assembling, testing, and running these applications. Furthermore, Ant's capabilities extend beyond Java, enabling the effective construction of applications written in languages such as C or C++. More generally, Ant acts as a management tool for any process that can be defined through the establishment of targets and tasks. Because it is developed in Java, users can also create personalized "antlibs," which consist of custom tasks and types specific to their needs, while also benefiting from a wealth of available commercial or open-source "antlibs." Importantly, Ant's flexibility is a significant advantage, as it does not impose strict coding conventions or directory structures on Java projects that utilize it, fostering a more customizable development experience. This level of adaptability and freedom significantly contributes to its popularity among developers across various types of projects. Moreover, the community surrounding Ant continues to grow, reinforcing its status as a reliable tool in the ever-evolving software development landscape.

Media

Media

Integrations Supported

Abstract Security
Apache Ivy
Apache Spark
Azure Marketplace
Beats
Cobertura
ConnectALL
DROPS
Hadoop
IntelliJ IDEA
Jtest
OpenClover
Quest
Veracode
bugScout

Integrations Supported

Abstract Security
Apache Ivy
Apache Spark
Azure Marketplace
Beats
Cobertura
ConnectALL
DROPS
Hadoop
IntelliJ IDEA
Jtest
OpenClover
Quest
Veracode
bugScout

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Deeplearning4j

Date Founded

2019

Company Location

Japan

Company Website

deeplearning4j.org

Company Facts

Organization Name

Apache Software Foundation

Date Founded

1999

Company Location

United States

Company Website

ant.apache.org

Categories and Features

Deep Learning

Convolutional Neural Networks
Document Classification
Image Segmentation
ML Algorithm Library
Model Training
Neural Network Modeling
Self-Learning
Visualization

Categories and Features

Build Automation

Automated Testing
Build Cache
Build Management Tools
Build Metrics
Change Only Compiling
Debugging Tools
Dependency Management
IDE Compatibility
Parallel Testing
Plugin Library
Source Code Management
Version Conflict Resolution

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